Christoph Gum on the billion-dollar "AI octopus"

In conversation with Peter Heinrich, Christoph Gum, Co-Founder and CEO of Private Alpha, breaks down the current phase of the AI market and where he sees new profit opportunities emerging. Nvidia takes centre stage: through targeted acquisitions — such as Hugging Face — and a deliberate platform strategy, the company is binding developers and open-source models ever more closely to its own ecosystem.

Gum is direct about the central risk: "If the cycle stops, everything is at risk." The entire AI cycle depends on continually rising demand for compute — a dynamic that shapes both ongoing investment decisions and the M&A strategy of the major providers.

The conversation also covers OpenAI's launch of GPT-6 Astra and whether it makes an Anthropic IPO more attractive or more risky. Gum points to strong retail investor interest worldwide, and outlines where in the software market AI is starting to complement or replace existing standard solutions.